Multi-signature wallets require M-of-N private keys to authorize a transaction. This post explains the threshold structure, how Bitcoin and Ethereum implement it differently, and where the real tradeoffs live.

Crypto governance is the process by which protocol changes get made — who proposes them, who votes, and how binding those votes are. The mechanisms differ significantly across Bitcoin, Ethereum, and DeFi protocols.

Airdrops distribute tokens to wallet addresses — but the mechanism varies by type and the eligibility design is what actually matters. Three structures, one arms race, and where the legal constraints currently live.

Token burns permanently remove tokens from circulating supply by sending them to verifiably unspendable addresses. Three distinct burn structures exist — protocol-level automatic burns, buyback-and-burn programs, and manual one-time burns — each with different durability and governance properties.

Transaction fees don't just go to 'the network.' On Bitcoin, miners collect everything. On Ethereum, the base fee is burned and tips go to validators. On Solana, fees are split. This post maps how fee distribution actually works — and why the differences matter for network economics.

Every new block on a blockchain pays out a reward to whoever produced it. Block rewards do two things: create new cryptocurrency and compensate the participants who keep the network running. Here's how the mechanism works — and why it matters.

Validator slashing seizes staked collateral for specific protocol violations — not ordinary mistakes. The correlation penalty is the mechanism that matters: it scales with how many validators are slashed simultaneously, making coordinated attacks far more expensive than isolated accidents.

ZK-rollups prove transaction validity up front using cryptographic proofs, enabling faster finality than optimistic rollups without a seven-day withdrawal delay. This post explains the mechanism, the two dominant proof systems, the ZK-EVM compatibility spectrum, and where the constraints actually live.

Optimistic rollups assume transactions are valid by default and let challengers dispute them afterward. Here's the actual mechanism — sequencers, fraud proofs, the 7-day finality window, and where decentralization still falls short.

Optimistic rollups assume transactions are valid by default and let challengers dispute them afterward. Here's the actual mechanism — sequencers, fraud proofs, the 7-day finality window, and where decentralization still falls short.

Rollups process transactions off Ethereum, batch them, and settle compressed data back to the base layer. This post explains the mechanism — sequencing, batching, proof submission, and what determines finality.

Layer 2 moves computation off the base blockchain while inheriting its security. This explains the core mechanism — rollups, data availability, bridge risk — and what's actually changing with Ethereum's rollup-centric roadmap.